CN113112120B - Online precision evaluation method for hot-rolled strip steel side press - Google Patents

Online precision evaluation method for hot-rolled strip steel side press Download PDF

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CN113112120B
CN113112120B CN202110294991.9A CN202110294991A CN113112120B CN 113112120 B CN113112120 B CN 113112120B CN 202110294991 A CN202110294991 A CN 202110294991A CN 113112120 B CN113112120 B CN 113112120B
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pinch roll
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CN113112120A (en
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宋勇
荆丰伟
郝诗梦
陈兆宇
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University of Science and Technology Beijing USTB
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Abstract

The invention discloses an online precision evaluation method of a hot-rolled strip steel side press, belonging to the technical field of automatic control of steel rolling, and the online precision evaluation method comprises the following steps: acquiring a set value and an actual measurement value of a side press parameter; after the side press is put into service and the extrusion action is finished, respectively calculating the value of each precision evaluation index based on the set value and the measured value of the side press parameter; determining the scores of the precision evaluation indexes according to the values of the precision evaluation indexes based on a preset scoring system, and adding the scores of the precision evaluation indexes to obtain the comprehensive precision score of the side press; and when the obtained scoring result exceeds a normal range, giving an alarm for prompting. The comprehensive evaluation is carried out on the aspects of the inlet pinch roll, the outlet pinch roll, the hammer head extrusion action, the transmission shaft action and the like, the running precision and the state of the side press can be judged in real time, and the comprehensive evaluation method provides help for timely eliminating equipment and production faults in a production field.

Description

Online precision evaluation method for hot-rolled strip steel side press
Technical Field
The invention relates to the technical field of automatic control of steel rolling, in particular to an online precision evaluation method of a hot-rolled strip steel side press.
Background
The rough rolling side press is positioned between the furnace rear descaling box and the rough rolling, and because the width types of the plate blank are less, when the target width of the product is smaller than the plate blank width and reaches a certain value, the side press is required to be put into use to adjust the plate blank width so as to ensure the width quality of the product. The side press device mainly comprises an inlet side guide plate, an inlet pinch roll, an outlet pinch roll, a hammer head, a transmission shaft, an anti-arch roll and the like.
The research results of the hot-rolled strip steel side press control technology are as follows: the invention patent application with the application number of CN107175260A discloses a wedge-shaped blank width control method based on a fixed width side press, and provides the wedge-shaped blank width control method based on the fixed width side press, and the full-length width fluctuation of a wedge-shaped blank is effectively improved by adopting a control mode of gradual progressive, variable pressure and variable step length according to the width position information of the wedge-shaped blank. The invention patent application with the application number of CN106475419A discloses a side pressure control method of a continuous large side press, and provides a method for achieving the purpose of accurately controlling the width by establishing three processes of synchronization, synchronization maintenance and out-of-step standby among a side press mechanism crank, a module conveying structure crank, a roller way and a pinch roll in the rolling period process of the side press. A literature (analysis and improvement of a control model of a steel 1580 hot rolling fixed-width side press) system explains the contents of a mechanical structure, a control system configuration, a control mode and method, a sensor detection device and the like of the side press, and the core content of the system is the basic theory and the application of a module trajectory control method of the side press.
The prior art introduces the aspects of process design, mechanical equipment, a control system and the like of the hot-rolled strip steel side press in an all-round way, and improves the application effect of the side press. However, none of the above-mentioned prior arts relates to online quantitative evaluation of the control accuracy of the side press.
Disclosure of Invention
The invention provides an online accuracy evaluation method for a hot-rolled strip steel side press, which aims to solve the technical problem that the prior art is lack of online quantitative evaluation of the control accuracy of the side press.
In order to solve the technical problems, the invention provides the following technical scheme:
in one aspect, the invention provides an online accuracy evaluation method of a hot-rolled strip steel side press, which comprises the following steps:
acquiring set values and measured values of side press parameters corresponding to a side press to be evaluated; the side press parameters comprise an inlet pinch roll gap, an inlet pinch roll pressure, an inlet anti-arching roll position, an inlet anti-arching roll pressure, an outlet anti-arching roll position, an outlet anti-arching roll pressure, an outlet pinch roll gap, an outlet pinch roll pressure, an outlet pinch roll position, a transmission shaft speed, an eccentric wheel angle, an operation side hammer head mechanical pressing position, a transmission side hammer head mechanical pressing position, a plate blank speed, a side press equipment size and a side press short stroke set value;
after the side press is put into service and the extrusion action is finished, respectively calculating the value of each precision evaluation index based on the set value and the measured value of the side press parameter; the precision evaluation indexes comprise an inlet pinch roll head impact roll gap, an inlet pinch roll head impact pressure, an inlet anti-arching roll position precision, an inlet anti-arching roll pressure precision, an outlet anti-arching roll position precision, an outlet anti-arching roll pressure precision, an outlet pinch roll head impact roll gap, an outlet pinch roll head impact pressure, an outlet pinch roll position precision, an outlet pinch roll pressure precision, a transmission shaft speed deviation, eccentric wheel angle synchronism, an operation side hammer head mechanical pressing position deviation rate, a transmission side hammer head mechanical pressing position deviation rate, deviation rates of hammer head mechanical pressing two-side deviation and slab position following performance;
determining the scores of the precision evaluation indexes according to the values of the precision evaluation indexes based on a preset scoring system, and adding the scores of the precision evaluation indexes to obtain the comprehensive precision score of the side press;
and comparing the obtained comprehensive precision score with a preset comprehensive precision score range, judging, and giving an alarm prompt when the obtained comprehensive precision score exceeds the preset comprehensive precision score range.
Further, after calculating the value of each precision evaluation index, the method further includes:
and comparing the calculated value of each precision evaluation index with the corresponding preset value range, and giving corresponding alarm prompt when the value of any precision evaluation index exceeds the corresponding preset value range.
Further, the calculation process of the impact roll gap of the inlet pinch roll head comprises the following steps:
determining and calculating a start-stop time zone of an impact roll gap at the head of the inlet pinch roll according to a steel biting mark bit signal of the inlet pinch roll to obtain a first time sequence for calculating the impact roll gap at the head of the inlet pinch roll;
in the first time sequence, calculating the difference value between the set value and the measured value of the roll gap of the inlet pinch roll corresponding to each moment to obtain a first deviation sequence of the roll gap of the inlet pinch roll;
taking the maximum value in the first deviation sequence as an impact roll gap calculation result of the head of the inlet pinch roll;
the calculation process of the impact pressure of the inlet pinch roll head comprises the following steps:
determining a start-stop time zone for calculating the head impact pressure of the inlet pinch roll according to the inlet pinch roll steel biting mark bit signal to obtain a second time sequence for calculating the head impact pressure of the inlet pinch roll;
in the second time sequence, calculating the difference value between the set value and the measured value of the pressure of the inlet pinch roll corresponding to each moment to obtain a second deviation sequence of the pressure of the inlet pinch roll;
and taking the maximum value in the second deviation sequence as the calculation result of the impact pressure of the head of the inlet pinch roll.
Further, the calculation process of the position accuracy of the inlet anti-arch roller comprises the following steps:
determining a start-stop time zone for calculating the position of the inlet anti-arch roller according to the signal of the steel biting mark position of the inlet pinch roller to obtain a third time sequence for calculating the position of the inlet anti-arch roller;
calculating a deviation ratio of the inlet anti-arching roller position from a set value and an actual measurement value of the inlet anti-arching roller position corresponding to each time in the third time series as a calculation result of the inlet anti-arching roller position precision;
the calculation process of the pressure precision of the inlet anti-arch roller comprises the following steps:
determining a start-stop time zone for calculating the pressure of the inlet anti-arch roller according to the signal of the steel biting mark bit of the inlet pinch roller to obtain a fourth time sequence for calculating the pressure of the inlet anti-arch roller;
in the fourth time sequence, the coincidence rate of the inlet anti-roll position is calculated from the set value and the measured value of the inlet anti-roll pressure corresponding to each time as the calculation result of the inlet anti-roll pressure accuracy.
Further, the calculation process of the position accuracy of the outlet anti-arch roller comprises the following steps:
determining and calculating a start-stop time zone of the position of the outlet anti-arch roll according to the signal of the steel biting mark bit of the outlet pinch roll to obtain a fifth time sequence for calculating the position of the outlet anti-arch roll;
calculating the coincidence rate of the outlet anti-arching roller position by the set value and the measured value of the outlet anti-arching roller position corresponding to each moment in the fifth time sequence as the calculation result of the outlet anti-arching roller position precision;
the calculation process of the pressure precision of the outlet anti-arch roller comprises the following steps:
determining a start-stop time zone for calculating the pressure of the outlet anti-arch roller according to the signal of the steel biting mark bit of the outlet pinch roller to obtain a sixth time sequence for calculating the pressure of the outlet anti-arch roller;
and in the sixth time series, calculating the deviation rate of the outlet anti-arching roller pressure according to the set value and the measured value of the outlet anti-arching roller pressure corresponding to each time as the calculation result of the outlet anti-arching roller pressure precision.
Further, the calculation process of the impact roll gap of the outlet pinch roll head comprises the following steps:
determining and calculating a start-stop time zone of an impact roll gap at the head of the outlet pinch roll according to the signal of the steel biting mark bit of the outlet pinch roll to obtain a seventh time sequence for calculating the impact roll gap at the head of the outlet pinch roll;
in the seventh time sequence, calculating the difference value between the set value and the measured value of the roll gap of the outlet pinch roll corresponding to each moment to obtain a third deviation sequence of the roll gap of the outlet pinch roll;
taking the maximum value in the third deviation sequence as the calculation result of the impact roll gap of the head of the outlet pinch roll;
the calculation process of the impact pressure of the outlet pinch roll head comprises the following steps:
determining a start-stop time zone for calculating the head impact pressure of the outlet pinch roll according to the outlet pinch roll steel biting mark bit signal to obtain an eighth time sequence for calculating the head impact pressure of the outlet pinch roll;
in the eighth time sequence, calculating a difference value between a set value and an actually measured value of the outlet pinch roll pressure corresponding to each moment to obtain a fourth deviation sequence of the outlet pinch roll pressure;
taking the maximum value in the fourth deviation sequence as the calculation result of the head impact pressure of the outlet pinch roll;
the calculation process of the position accuracy of the outlet pinch roll comprises the following steps:
determining and calculating a start-stop time zone of the position of the outlet pinch roll according to the signal of the steel biting mark bit of the outlet pinch roll to obtain a ninth time sequence for calculating the position of the outlet pinch roll;
in the ninth time sequence, calculating the deviation rate of the outlet pinch roll position according to the set value and the measured value of the outlet pinch roll position corresponding to each moment, and taking the deviation rate as the calculation result of the outlet pinch roll position precision;
the calculation process of the pressure precision of the outlet pinch roll comprises the following steps:
determining a start-stop time zone for calculating the pressure of the outlet pinch roll according to the steel biting mark bit signal of the outlet pinch roll to obtain a tenth time sequence for calculating the pressure of the outlet pinch roll;
and in the tenth time sequence, calculating the deviation rate of the pressure of the outlet pinch roll from the set value and the measured value of the pressure of the outlet pinch roll corresponding to each moment as the calculation result of the pressure precision of the outlet pinch roll.
Further, the calculating process of the speed deviation of the transmission shaft comprises the following steps:
determining a start-stop time zone for calculating the speed deviation of the transmission shaft according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal to obtain an eleventh time sequence for calculating the speed deviation of the transmission shaft;
calculating a deviation ratio of the propeller shaft speed from a set value and an actually measured value of the propeller shaft speed corresponding to each time in the eleventh time series as a calculation result of the propeller shaft speed deviation;
the calculation process of the angle synchronism of the eccentric wheel comprises the following steps:
determining a start-stop time zone for calculating the angle synchronism of the eccentric wheel according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal to obtain a twelfth time sequence for calculating the angle synchronism of the eccentric wheel;
and in the twelfth time series, calculating the deviation ratio of the eccentric wheel angle according to the set value and the measured value of the eccentric wheel angle corresponding to each moment, and taking the deviation ratio as the calculation result of the eccentric wheel angle synchronism.
Further, the calculation process of the deviation rate of the mechanical depression position of the hammer head at the operation side comprises the following steps:
determining a start-stop time zone for calculating the mechanical pressing position deviation rate of the hammer head at the operation side according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal, and obtaining a thirteenth time sequence for calculating the mechanical pressing position deviation rate of the hammer head at the operation side;
calculating a maximum value and a minimum value of actual measurement values of the operation-side hammer mechanical pressing-down position corresponding to each time in the thirteenth time series, and calculating the operation-side hammer mechanical pressing-down position deviation ratio from the maximum value and the minimum value of the actual measurement values of the operation-side hammer mechanical pressing-down position;
the calculation process of the deviation rate of the mechanical pressing position of the hammer head on the transmission side comprises the following steps:
determining a start-stop time zone for calculating the mechanical pressing position deviation rate of the hammer head at the transmission side according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal, and obtaining a fourteenth time sequence for calculating the mechanical pressing position deviation rate of the hammer head at the transmission side;
calculating the maximum value and the minimum value of the measured values of the mechanical pressing position of the transmission-side hammer head corresponding to each time in the fourteenth time series, and calculating the deviation rate of the mechanical pressing position of the transmission-side hammer head from the maximum value and the minimum value of the measured values of the mechanical pressing position of the transmission-side hammer head;
the calculation process of the deviation ratio of the deviation of the two sides of the hammer head under mechanical pressing comprises the following steps:
determining a start-stop time zone for calculating the deviation rate of the deviations of the two mechanically pressed sides of the hammer head according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal, and obtaining a fifteenth time sequence for calculating the deviation rate of the deviations of the two mechanically pressed sides of the hammer head;
in the fifteenth time sequence, calculating a difference value between actual measurement values of the mechanical pressing position of the hammer head at the operation side and the mechanical pressing position of the hammer head at the transmission side corresponding to each moment to obtain a fifth deviation sequence;
and acquiring the maximum value and the minimum value in the fifth deviation sequence, and calculating the deviation rate of the deviation of the two sides of the hammer head under mechanical pressing according to the maximum value and the minimum value in the fifth deviation sequence.
Further, the slab position following performance calculation process comprises the following steps:
determining the steel biting time of the inlet pinch roll according to the steel biting signal of the inlet pinch roll;
obtaining the tracking delay time according to the slab speed and the equipment distance,
determining the actual in-place time of the plate blank by the steel biting time of the inlet pinch roll and the tracking delay time;
and calculating the time difference between the actual in-place moment and the hammer head short stroke setting starting moment, and taking the time difference between the actual in-place moment and the hammer head short stroke setting starting moment as a calculation result of the slab position following performance.
Further, the determining, based on a preset scoring system, the score of each precision evaluation index according to the value of each precision evaluation index, and adding the scores of each precision evaluation index to obtain the comprehensive precision score of the lateral press includes:
respectively constructing a four-level scoring system corresponding to each precision evaluation index;
based on the constructed four-level scoring system, determining the score of each precision evaluation index according to the value of each precision evaluation index through the following scoring distribution formula:
Figure BDA0002983998240000061
wherein s is k The result of the score, index, representing the kth precision evaluation Index k Value indicating the kth evaluation index of accuracy, thd k1 ~Thd k3 Shows each level corresponding to the kth precision evaluation indexThreshold value, w 1 ~w 4 The scoring results of the kth precision evaluation index in different ranges are shown;
and adding the scores of the precision evaluation indexes to obtain the comprehensive precision score of the side press to be evaluated currently.
In another aspect, the present invention further provides an online accuracy evaluation system for a hot-rolled strip side press, comprising:
the side press parameter obtaining module is used for obtaining a set value and an actual measurement value of a side press parameter corresponding to a side press to be evaluated; the side press parameters comprise an inlet pinch roll gap, an inlet pinch roll pressure, an inlet anti-arching roll position, an inlet anti-arching roll pressure, an outlet anti-arching roll position, an outlet anti-arching roll pressure, an outlet pinch roll gap, an outlet pinch roll pressure, an outlet pinch roll position, a transmission shaft speed, an eccentric wheel angle, an operation side hammer head mechanical pressing position, a transmission side hammer head mechanical pressing position, a plate blank speed, a side press equipment size and a side press short stroke set value;
the precision evaluation index calculation module is used for calculating the value of each precision evaluation index based on the set value and the measured value of the side press parameter after the side press is put into service and the extrusion action is finished; the precision evaluation indexes comprise an inlet pinch roll head impact roll gap, an inlet pinch roll head impact pressure, an inlet anti-arching roll position precision, an inlet anti-arching roll pressure precision, an outlet anti-arching roll position precision, an outlet anti-arching roll pressure precision, an outlet pinch roll head impact roll gap, an outlet pinch roll head impact pressure, an outlet pinch roll position precision, an outlet pinch roll pressure precision, a transmission shaft speed deviation, eccentric wheel angle synchronism, an operation side hammer head mechanical pressing position deviation rate, a transmission side hammer head mechanical pressing position deviation rate, deviation rates of hammer head mechanical pressing two-side deviation and slab position following performance;
the scoring module is used for determining the scores of the precision evaluation indexes according to the values of the precision evaluation indexes based on a preset scoring system and adding the scores of the precision evaluation indexes to obtain the comprehensive precision score of the side press;
and the alarm module is used for comparing the obtained comprehensive precision score with a preset comprehensive precision score range and judging, and when the obtained comprehensive precision score exceeds the preset comprehensive precision score range, giving an alarm prompt.
In yet another aspect, the present invention also provides an electronic device comprising a processor and a memory; wherein the memory has stored therein at least one instruction that is loaded and executed by the processor to implement the above-described method.
In yet another aspect, the present invention also provides a computer-readable storage medium having at least one instruction stored therein, which is loaded and executed by a processor to implement the above-mentioned method.
The technical scheme provided by the invention has the beneficial effects that at least:
according to the method, the precision evaluation content of the side pressing machine is decomposed into a plurality of specific indexes which are easy to quantize and collect data, the numerical values of the sub-indexes are respectively determined, the indexes are compared with corresponding threshold values under a four-level scoring system to generate scoring results, and then the scores are added to obtain the comprehensive precision score of the side pressing machine; the running precision and state of the side press can be judged in real time, and help is provided for timely removing equipment and production faults on a production site.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
FIG. 1 is a schematic flow chart of an online accuracy evaluation method of a hot-rolled strip side press according to a first embodiment of the present invention;
FIG. 2 is a schematic flow chart of an online accuracy evaluation method of a hot-rolled strip side press according to a second embodiment of the present invention;
FIG. 3 is a schematic diagram of the evaluation of each index of a rolled 50-coil steel side press according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, embodiments of the present invention will be described in detail with reference to the accompanying drawings.
First embodiment
The embodiment provides an online accuracy evaluation method for a hot-rolled strip side press, which can be realized by electronic equipment, wherein the electronic equipment can be a terminal or a server. Specifically, the execution flow of the online accuracy evaluation method of the hot-rolled strip side press of the embodiment is shown in fig. 1, and comprises the following steps:
s101, acquiring set values and measured values of side press parameters corresponding to a side press to be evaluated;
wherein, side press parameter includes: the device comprises an inlet pinch roll gap, an inlet pinch roll pressure, an inlet anti-arch roll position, an inlet anti-arch roll pressure, an outlet anti-arch roll position, an outlet anti-arch roll pressure, an outlet pinch roll gap, an outlet pinch roll pressure, an outlet pinch roll position, a transmission shaft speed, an eccentric wheel angle, an operation side hammer mechanical pressing position, a transmission side hammer mechanical pressing position, a plate blank speed, a side press equipment size and a side press short stroke set value;
s102, after the lateral press is put into use and the extrusion action is finished, respectively calculating the value of each precision evaluation index based on the set value and the measured value of the lateral press parameter;
wherein the accuracy evaluation index includes: the head impact roll gap of the inlet pinch roll, the head impact pressure of the inlet pinch roll, the position precision of the inlet anti-arch roll, the pressure precision of the inlet anti-arch roll, the position precision of the outlet anti-arch roll, the pressure precision of the outlet anti-arch roll, the head impact roll gap of the outlet pinch roll, the head impact pressure of the outlet pinch roll, the position precision of the outlet pinch roll, the pressure precision of the outlet pinch roll, the speed deviation of a transmission shaft, the angle synchronism of an eccentric wheel, the deviation rate of the mechanical pressing position of a hammer head at an operation side, the deviation rate of the mechanical pressing position of the hammer head at the transmission side, the deviation rate of the mechanical pressing two sides of the hammer head, and the plate blank position following performance;
s103, determining the scores of the precision evaluation indexes according to the values of the precision evaluation indexes based on a preset scoring system, and adding the scores of the precision evaluation indexes to obtain the comprehensive precision score of the side press;
and S104, comparing the obtained comprehensive precision score with a preset comprehensive precision score range, judging, and giving an alarm when the comprehensive precision score exceeds the preset comprehensive precision score range.
Further, after calculating the value of each precision evaluation index, the method further includes:
and comparing the calculated value of each precision evaluation index with the corresponding preset value range, and giving corresponding alarm prompt when the value of any precision evaluation index exceeds the corresponding preset value range.
Specifically, the calculation process of each evaluation index is as follows:
1. impact roll gap at head of inlet pinch roll
Determining and calculating a start-stop time zone of an impact roll gap at the head of the inlet pinch roll according to the inlet pinch roll steel biting mark position signal to obtain a first time sequence for calculating the impact roll gap at the head of the inlet pinch roll;
in the first time sequence, calculating the difference value between the set value and the measured value of the roll gap of the inlet pinch roll corresponding to each moment to obtain a first deviation sequence of the roll gap of the inlet pinch roll;
and taking the maximum value in the first deviation sequence as the calculation result of the impact roll gap of the head of the inlet pinch roll.
2. Inlet pinch roll head impact pressure
Determining a start-stop time zone for calculating the head impact pressure of the inlet pinch roll according to the inlet pinch roll steel biting mark bit signal to obtain a second time sequence for calculating the head impact pressure of the inlet pinch roll;
in the second time sequence, calculating the difference value between the set value and the measured value of the pressure of the inlet pinch roll corresponding to each moment to obtain a second deviation sequence of the pressure of the inlet pinch roll;
and taking the maximum value in the second deviation sequence as the calculation result of the impact pressure of the head of the inlet pinch roll.
3. Inlet anti-arching roller position accuracy
Determining a start-stop time zone for calculating the position of the inlet anti-arch roller according to the signal of the steel biting mark position of the inlet pinch roller to obtain a third time sequence for calculating the position of the inlet anti-arch roller;
in the third time series, a deviation ratio of the inlet anti-arching roller position is calculated from the set value and the measured value of the inlet anti-arching roller position corresponding to each time as a calculation result of the inlet anti-arching roller position accuracy.
4. Inlet anti-arching roller pressure accuracy
Determining and calculating a start-stop time zone of the pressure of the inlet anti-pinch roll according to a signal of a steel biting mark bit of the inlet pinch roll to obtain a fourth time sequence for calculating the pressure of the inlet anti-pinch roll;
in the fourth time sequence, the coincidence rate of the inlet anti-roll position is calculated from the set value and the measured value of the inlet anti-roll pressure corresponding to each time as the calculation result of the inlet anti-roll pressure accuracy.
5. Outlet anti-arching roller position accuracy
Determining a start-stop time zone for calculating the position of the outlet anti-arch roller according to the steel biting mark position signal of the outlet pinch roller to obtain a fifth time sequence for calculating the position of the outlet anti-arch roller;
and in the fifth time sequence, calculating the coincidence rate of the outlet anti-arching roller position according to the set value and the measured value of the outlet anti-arching roller position corresponding to each moment, and taking the coincidence rate as the calculation result of the outlet anti-arching roller position precision.
6. Outlet anti-arching roller pressure accuracy
Determining and calculating a start-stop time zone of the outlet anti-pinch roll pressure according to the outlet pinch roll steel biting flag bit signal to obtain a sixth time sequence for calculating the outlet anti-pinch roll pressure;
and in the sixth time series, calculating the deviation rate of the outlet anti-arching roller pressure according to the set value and the measured value of the outlet anti-arching roller pressure corresponding to each time as the calculation result of the outlet anti-arching roller pressure precision.
7. Impact roll gap at head of outlet pinch roll
Determining and calculating a start-stop time zone of an impact roll gap at the head of the outlet pinch roll according to the signal of the steel biting mark bit of the outlet pinch roll to obtain a seventh time sequence for calculating the impact roll gap at the head of the outlet pinch roll;
in the seventh time sequence, calculating the difference value between the set value and the measured value of the roll gap of the outlet pinch roll corresponding to each moment to obtain a third deviation sequence of the roll gap of the outlet pinch roll;
and taking the maximum value in the third deviation sequence as an impact roll gap calculation result of the head of the outlet pinch roll.
8. Head impact pressure of outlet pinch roll
Determining a start-stop time zone for calculating the head impact pressure of the outlet pinch roll according to the outlet pinch roll steel biting mark bit signal to obtain an eighth time sequence for calculating the head impact pressure of the outlet pinch roll;
in the eighth time sequence, calculating a difference value between a set value and an actually measured value of the outlet pinch roll pressure corresponding to each moment to obtain a fourth deviation sequence of the outlet pinch roll pressure;
and taking the maximum value in the fourth deviation sequence as an outlet pinch roll head impact pressure calculation result.
9. Outlet pinch roll position accuracy
Determining and calculating a start-stop time zone of the position of the outlet pinch roll according to the signal of the steel biting mark bit of the outlet pinch roll to obtain a ninth time sequence for calculating the position of the outlet pinch roll;
and in the ninth time sequence, calculating the deviation rate of the position of the outlet pinch roll from the set value and the measured value of the position of the outlet pinch roll corresponding to each moment as the calculation result of the position accuracy of the outlet pinch roll.
10. Outlet pinch roll pressure accuracy
Determining a start-stop time zone for calculating the pressure of the outlet pinch roll according to the signal of the steel biting mark bit of the outlet pinch roll to obtain a tenth time sequence for calculating the pressure of the outlet pinch roll;
in the tenth time series, a deviation ratio of the outlet pinch roll pressure is calculated from the set value and the measured value of the outlet pinch roll pressure corresponding to each time as a calculation result of the outlet pinch roll pressure accuracy.
11. Speed deviation of a drive shaft
Determining a start-stop time zone for calculating the speed deviation of the transmission shaft according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal, and obtaining an eleventh time sequence for calculating the speed deviation of the transmission shaft;
in the eleventh time series, a deviation ratio of the propeller shaft speed is calculated as a calculation result of the propeller shaft speed deviation from a set value and an actual measurement value of the propeller shaft speed corresponding to each time.
12. Angular synchronism of eccentric wheel
Determining a start-stop time zone for calculating the angle synchronism of the eccentric wheel according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal, and obtaining a twelfth time sequence for calculating the angle synchronism of the eccentric wheel;
in the twelfth time series, the deviation ratio of the eccentric wheel angle is calculated from the set value and the measured value of the eccentric wheel angle corresponding to each time as the calculation result of the eccentric wheel angle synchronism.
13. Deviation rate of mechanical pressing position of hammer on operation side
Determining a start-stop time zone for calculating the deviation rate of the mechanical pressing position of the hammer head at the operation side according to the steel biting mark bit signal of the inlet pinch roll and the steel biting mark bit signal of the outlet pinch roll to obtain a thirteenth time sequence for calculating the deviation rate of the mechanical pressing position of the hammer head at the operation side;
in the thirteenth time series, the maximum value and the minimum value of the actual measurement values of the operation-side hammer mechanical pressing position at each time are calculated, and the operation-side hammer mechanical pressing position deviation ratio is calculated from the maximum value and the minimum value of the actual measurement values of the operation-side hammer mechanical pressing position.
14. Deviation rate of mechanical pressing position of hammer head at transmission side
Determining a start-stop time zone for calculating the mechanical pressing position deviation rate of the hammer head at the transmission side according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal, and obtaining a fourteenth time sequence for calculating the mechanical pressing position deviation rate of the hammer head at the transmission side;
in the fourteenth time series, the maximum value and the minimum value of the actual measurement values of the transmission-side hammer mechanical pressing position corresponding to each time are calculated, and the deviation ratio of the transmission-side hammer mechanical pressing position is calculated from the maximum value and the minimum value of the actual measurement values of the transmission-side hammer mechanical pressing position.
15. Deviation rate of deviation of two sides under mechanical press of hammer
Determining a start-stop time zone for calculating the deviation rate of the two mechanically pressed sides of the hammer head according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal, and obtaining a fifteenth time sequence for calculating the deviation rate of the two mechanically pressed sides of the hammer head;
in the fifteenth time sequence, calculating a difference value between actual measurement values of the mechanical pressing position of the hammer head at the operation side and the mechanical pressing position of the hammer head at the transmission side corresponding to each moment to obtain a fifth deviation sequence;
and acquiring the maximum value and the minimum value in the fifth deviation sequence, and calculating the deviation rate of the deviation of the two sides of the hammer head under mechanical pressing according to the maximum value and the minimum value in the fifth deviation sequence.
16. Slab position following performance
Determining the steel biting time of the inlet pinch roll according to the steel biting signal of the inlet pinch roll;
obtaining the tracking delay time according to the slab speed and the equipment interval,
determining the actual in-place time of the plate blank by the steel biting time of the inlet pinch roll and the tracking delay time;
and calculating the time difference between the actual in-place moment and the hammer head short stroke setting starting moment, and taking the time difference between the actual in-place moment and the hammer head short stroke setting starting moment as a calculation result of the slab position following performance.
Further, the score of each precision evaluation index is determined according to the value of each precision evaluation index based on a preset scoring system, and the implementation process is as follows:
respectively constructing a four-level scoring system corresponding to each precision evaluation index;
based on the constructed four-level scoring system, determining the score of each precision evaluation index according to the value of each precision evaluation index through the following score distribution formula:
Figure BDA0002983998240000111
wherein s is k Index representing the result of the k-th evaluation Index k Value indicating the kth index of accuracy, thd k1 ~Thd k3 Indicates the threshold value of each level, w, corresponding to the k-th precision evaluation index 1 ~w 4 The grading results of the kth precision evaluation index in different ranges are shown;
in summary, in the online precision evaluation method for the hot-rolled strip steel side press of the embodiment, the precision evaluation content of the side press is decomposed into a plurality of specific indexes which are easy to quantify and collect data, the numerical values of the individual indexes are respectively determined, then the indexes are compared with corresponding threshold values under a four-level scoring system to generate scoring results, and finally the scores are added to obtain a comprehensive precision score of the side press; therefore, the running precision and state of the side press can be judged in real time, and effective help is provided for timely eliminating equipment and production faults in a production field.
Second embodiment
The embodiment provides an online accuracy evaluation method for a hot-rolled strip side press, which can be realized by electronic equipment, and the electronic equipment can be a terminal or a server. Specifically, the execution flow of the online accuracy evaluation method of the hot-rolled strip side press of the embodiment is shown in fig. 2, and comprises the following steps:
and S201, data acquisition.
Before grading, a side press needs to prepare data, including data acquisition, data arrangement, signal filtering, steel coil data cutting and the like. The signal acquisition comprises the following steps: the method comprises the steps of hammer head two-side mechanical press-down setting and feedback, inlet and outlet pinch roll gap setting and feedback, inlet and outlet pinch roll pressure setting and feedback, inlet and outlet anti-arching roll gap setting and feedback, inlet and outlet anti-arching roll pressure setting and feedback, transmission shaft speed setting and feedback, eccentric wheel angle setting and feedback, side press short stroke setting, slab speed feedback, side press equipment size and the like.
And S202, starting module calculation according to the trigger event.
The triggering time sequence is calculated by a starting module after the lateral pressure machine is put into use and the extrusion action is finished.
And S203, evaluating the precision of the inlet pinch roll operation.
The evaluation index items comprise an impact roll gap at the head of the inlet pinch roll and impact pressure at the head of the inlet pinch roll.
The precision evaluation of the impact roll gap of the head of the evaluation index inlet pinch roll adopts the following algorithm:
firstly, determining a steel biting instant time zone, namely a start-stop time zone [ t ] of an evaluation index according to a steel biting mark bit signal of an inlet pinch roll 1 ,t′ 1 ]The difference Deltay is obtained from the roll gap setting signal and the feedback signal of the inlet pinch roll in the time sequence 1 (n) then finding the maximum value Δ y in the deviation series 1,max Namely, the calculation result of the impact roll gap of the head part of the inlet pinch roll is obtained by the following formula:
Δy 1 (n)=y 1 (n)-y′ 1 (n)
Δy 1,max =max(Δy 1 (n))
in the above formula, y 1 (n) represents an inlet pinch roll gap feedback signal, y' 1 And (n) represents an inlet pinch roll gap setting signal.
The precision evaluation of the impact pressure of the head of the pinch roll at the entrance of the evaluation index adopts the following algorithm:
first according to the introductionDetermining a steel biting instant time zone, namely a start-stop time zone [ t ] of an evaluation index, of a steel biting mark bit signal of a pinch roll 2 ,t 2 ′]The difference Deltay is obtained from the pressure setting signal and the feedback signal of the inlet pinch roll in the time sequence 2 (n) then finding the maximum value Δ y in the deviation series 2,max The calculation result of the impact pressure of the inlet pinch roll head is obtained by the following formula:
Δy 2 (n)=y 2 (n)-y′ 2 (n)
Δy 2,max =max(Δy 2 (n))
in the above formula, y 2 (n) denotes an inlet pinch roll pressure feedback signal, y' 2 (n) represents an inlet pinch roll pressure setting signal.
Real-time calculating the impact roll gap at the head of the inlet pinch roll and the impact pressure at the head of the inlet pinch roll and the normal range [ thd ] 1 ,thd′ 1 ]、[thd 2 ,thd′ 2 ]And comparing and judging, and giving an alarm in time when the calculation result exceeds a normal range, so as to remind field personnel to check and adjust the working state of the side press.
And S204, evaluating the precision of the inlet anti-arch roller action.
The evaluation index items comprise the position precision of the inlet anti-arch roller and the pressure precision of the inlet anti-arch roller.
The evaluation of the position accuracy of the anti-arch roller at the evaluation index inlet adopts the following algorithm:
firstly, determining a start-stop time zone [ t ] of an inlet anti-arch roller position precision evaluation index according to an inlet pinch roller steel biting zone bit signal 3 ,t 3 ′]In the time sequence, the deviation rate omega is obtained by the position setting signal and the feedback signal of the inlet anti-arch roller 3 Namely, the calculation result of the position accuracy of the inlet anti-arch roller is obtained by the following formula:
Figure BDA0002983998240000131
in the above formula, y 3 (n) denotes a portal anti-roll position feedback signal, y' 3 (n) represents an entrance anti-roll position setting signal.
The evaluation of the pressure precision of the anti-arch roller at the entrance of the evaluation index adopts the following algorithm:
firstly, determining a start-stop time zone [ t ] of an inlet anti-arch roller pressure precision evaluation index according to an inlet pinch roller steel biting zone bit signal 4 ,t′ 4 ]In the time sequence, the coincidence rate omega is obtained by the inlet anti-arch roller pressure setting signal and the feedback signal 4 Namely, the calculation result of the pressure precision of the inlet anti-arch roller is obtained by the following formula:
Figure BDA0002983998240000132
in the above formula, y 4 (n) denotes an inlet anti-crowning roller pressure feedback signal, y' 4 (n) represents an inlet anti-pinch roll pressure setting signal.
Calculating the position accuracy and pressure accuracy of the inlet anti-arch roller and the normal range [ thd ] in real time 3 ,thd′ 3 ]、[thd 4 ,thd′ 4 ]Respectively comparing and judging, and giving an alarm in time when the calculation result exceeds a normal range to remind field personnel to check and adjust the working state of the side press.
And S205, evaluating the precision of the outlet anti-arch roller action.
The evaluation index items comprise outlet anti-arch roller position precision and outlet anti-arch roller pressure precision.
The evaluation of the position accuracy of the anti-arch roller at the evaluation index outlet adopts the following algorithm:
firstly, determining a start-stop time zone [ t ] of an outlet anti-arch roller position precision evaluation index according to an outlet pinch roller steel biting mark bit signal 5 ,t′ 5 ]In the time sequence, the coincidence rate omega is obtained by the position setting signal and the feedback signal of the outlet anti-arch roller 5 Namely, the calculation result of the position accuracy of the outlet anti-arch roller is obtained by the following formula:
Figure BDA0002983998240000141
in the above formula, y 5 (n) represents an outlet anti-crowning roller position feedback signal, y' 5 (n) represents an exit anti-arching roller position setting signal.
The evaluation of the pressure precision of the anti-arch roller at the evaluation index outlet adopts the following algorithm:
firstly, determining a start-stop time zone [ t ] of an outlet anti-arch roller pressure precision evaluation index according to an outlet pinch roller steel biting mark bit signal 6 ,t′ 6 ]In the time sequence, the deviation rate omega is obtained by the pressure setting signal and the feedback signal of the outlet anti-arch roller 6 Namely, the calculation result of the pressure precision of the outlet anti-arch roller is obtained by the following formula:
Figure BDA0002983998240000142
in the above formula, y 6 (n) denotes an outlet anti-crowning roller pressure feedback signal, y' 6 And (n) represents an outlet anti-arching roller pressure setting signal.
The calculation results of the position precision and the pressure precision of the outlet anti-arch roller are respectively compared with the normal range [ thd ] in real time 5 ,thd′ 5 ]、[thd 6 ,thd′ 6 ]And comparing and judging, and giving an alarm in time when the calculation result exceeds a normal range, so as to remind field personnel to check and adjust the working state of the side press.
And S206, evaluating the precision of the outlet pinch roll operation.
The evaluation index items comprise an outlet pinch roll head impact roll gap, an outlet pinch roll head impact pressure, an outlet pinch roll position precision and an outlet pinch roll pressure precision.
The precision evaluation of the impact roll gap of the head of the pinch roll at the evaluation index outlet adopts the following algorithm:
firstly, determining a steel biting instant time zone, namely a start-stop time zone [ t ] of an evaluation index according to a steel biting mark bit signal of an outlet pinch roll 7 ,t′ 7 ]The difference Deltay is obtained by the roll gap setting signal and the feedback signal of the outlet pinch roll in the time sequence 7 (n) then finding the maximum value Δ y in the deviation series 7,max Namely the calculation result of the impact roll gap of the head part of the outlet pinch roll, the formula is as follows:
Δy 7 (n)=y 7 (n)-y′ 7 (n)
Δy 7 =max(Δy 7 (n))
In the above formula, y 7 (n) represents an outlet pinch roll gap feedback signal, y' 7 And (n) represents an outlet pinch roll gap setting signal.
The precision evaluation of the evaluation index outlet pinch roll head impact pressure adopts the following algorithm:
firstly, determining a steel biting instant time zone, namely a start-stop time zone [ t ] of an evaluation index according to a steel biting mark bit signal of an outlet pinch roll 8 ,t′ 8 ]The difference Deltay is determined from the outlet pinch roll pressure setting signal and the feedback signal in the time series 8 (n) then finding the maximum value Δ y in the deviation series 8,max The calculation result of the impact pressure of the head of the outlet pinch roll is obtained by the following formula:
Δy 8 (n)=y 8 (n)-y′ 8 (n)
Δy 8 =max(Δy 8 (n))
in the above formula, y 8 (n) represents an outlet pinch roll pressure feedback signal, y' 8 (n) represents an outlet pinch roll pressure setting signal.
The position accuracy of the pinch roll at the outlet of the evaluation index is evaluated by adopting the following algorithm:
firstly, determining a start-stop time zone [ t ] of an outlet pinch roll position precision evaluation index according to an outlet pinch roll steel biting mark bit signal 9 ,t′ 9 ]In the time series, the deviation ratio omega is obtained by the position setting signal and the feedback signal of the outlet pinch roll 9 Namely, the calculation result of the position accuracy of the outlet pinch roll is obtained by the following formula:
Figure BDA0002983998240000151
in the above formula, y 9 (n) represents an outlet pinch roll position feedback signal, y' 9 (n) represents an exit pinch roll position setting signal.
The evaluation of the pressure precision of the pinch roll at the evaluation index outlet adopts the following algorithm:
firstly, determining a start-stop time zone [ t ] of an outlet pinch roll pressure accuracy evaluation index according to an outlet pinch roll steel biting mark bit signal 10 ,t′ 10 ]The deviation rate omega is obtained from the pressure setting signal and the feedback signal of the outlet pinch roll in the time sequence 10 The calculation result of the pressure accuracy of the outlet pinch roll is obtained, and the formula is as follows:
Figure BDA0002983998240000161
in the above formula, y 10 (n) represents an outlet pinch roll pressure feedback signal, y' 10 (n) represents an outlet pinch roll pressure setting signal.
Real-time calculation results of impact roll gap at the head of the outlet pinch roll, impact pressure at the head of the outlet pinch roll, position precision of the outlet pinch roll and pressure precision of the outlet pinch roll and a normal range [ thd ] 7 ,thd′ 7 ]、[thd 8 ,thd′ 8 ]、[thd 9 ,thd′ 9 ]、[thd 10 ,thd′ 10 ]And comparing and judging, and giving an alarm in time when the calculation result exceeds a normal range, so as to remind field personnel to check and adjust the working state of the side press.
And S207, evaluating the precision of the transmission shaft operation.
The evaluation index items comprise speed deviation and angle synchronism of the transmission shaft.
The evaluation of the speed deviation of the evaluation index transmission shaft adopts the following algorithm:
firstly, determining a start-stop time zone [ t ] of a transmission shaft speed deviation evaluation index according to steel biting signals of an inlet pinch roll and steel throwing signals of an outlet pinch roll 11 ,t′ 11 ]Calculating the deviation η from the speed setting signal and the feedback signal of the transmission shaft in the time series 11 Namely, the calculation result of the speed deviation of the transmission shaft, the formula is as follows:
Figure BDA0002983998240000162
in the above formula, y 11 (n) represents a drive shaft speed feedback signal, y' 11 (n) represents a propeller shaft speed setting signal.
The evaluation index of the eccentric wheel angle synchronism adopts the following algorithm:
firstly, determining a start-stop time zone [ t ] of an angle synchronism evaluation index according to steel biting signals of an inlet pinch roll and steel throwing signals of an outlet pinch roll 12 ,t′ 12 ]In the time sequence, the deviation ratio omega is obtained by the eccentric wheel angle setting signal and the feedback signal 12 Namely, the calculation result of the angle synchronism is as follows:
Figure BDA0002983998240000163
in the above formula, y 12 (n) represents an eccentric wheel angle feedback signal, y' 12 And (n) represents an eccentric wheel angle setting signal.
The speed deviation and the angle synchronism of the transmission shaft are respectively matched with the normal range [ thd ] in real time 11 ,thd′ 11 ]、[thd 12 ,thd′ 12 ]Respectively comparing and judging, and giving an alarm in time when the calculation result exceeds a normal range to remind field personnel to check and adjust the working state of the side press.
And S208, evaluating the precision of the hammer pressing action.
The evaluation index items comprise the holding of the position of an OS (operating system) at the hammer mechanical pressing operation side, the holding of the position of a DS (drive system) at the hammer mechanical pressing transmission side and the holding of the deviation of two sides at the mechanical pressing.
Evaluation index evaluation of hammer mechanical depression OS side position holding adopts the following algorithm:
firstly, determining a start-stop time zone [ t ] of a hammer mechanical pressing OS side position maintenance evaluation index according to steel biting signals of an inlet pinch roll and steel throwing signals of an outlet pinch roll 13 ,t′ 13 ]And respectively calculating the maximum value y of the feedback signal of the mechanical pressing position of the hammer head on the OS side in the time sequence 13,max (n) with a minimum value y 13,min (n) separately determining the mechanical depression of the hammer head to the OS sidePosition deviation ratio σ 13 The formula is as follows:
Figure BDA0002983998240000171
the evaluation index adopts the following algorithm for evaluating the maintenance of the position of the hammer head on the DS side under mechanical pressing:
firstly, determining a start-stop time zone [ t ] of a hammer mechanical pressing DS side position maintenance evaluation index according to steel biting signals of an inlet pinch roll and steel throwing signals of an outlet pinch roll 14 ,t′ 14 ]And respectively solving the maximum value y of the feedback signal of the mechanical pressing position of the hammer head on the DS side in the time sequence 14,max (n) with a minimum value y 14,min (n) determining the position deviation ratio sigma of the hammer on the side of mechanical depression DS 14 The formula is as follows:
Figure BDA0002983998240000172
the evaluation index adopts the following algorithm for evaluating the deviation maintenance of the hammer mechanical pressing two sides:
firstly, determining a start-stop time zone [ t ] of a hammer mechanical pressing OS/DS position holding evaluation index according to steel biting signals of an inlet pinch roll and steel throwing signals of an outlet pinch roll 15 ,t′ 15 ]In the time sequence, the difference value delta y of the feedback signals of the mechanical pressing positions of the hammer heads at two sides is obtained 15 (n) and then finding its maximum value Δ y 15,max (n) and a minimum value Deltay 15,min (n), finally, calculating the position deviation ratio sigma of the deviations of the two sides of the hammer head under mechanical pressing 15 The formula is as follows:
Δy 15 (n)=y 15 (n)-y′ 15 (n)
Δy 15,max (n)=max(Δy 15 (n))
Δy 15,min (n)=min(Δy 15 (n))
Figure BDA0002983998240000173
keeping the calculated results of the hammer mechanical pressing OS position, the hammer mechanical pressing DS position and the mechanical pressing both sides deviation with the normal range [ thd ] in real time 13 ,thd′ 13 ]、[thd 14 ,thd′ 14 ]、[thd 15 ,thd′ 15 ]And comparing and judging, and giving an alarm in time when the calculation result exceeds a normal range to remind field personnel to check and adjust the working state of the side press.
And S209, carrying out precision evaluation on the slab position following performance.
The evaluation of this index employs the following algorithm:
determining the steel biting time t of the inlet pinch roll according to the steel biting signal of the inlet pinch roll bite Then, the tracking delay time t is obtained according to the slab speed v (n) and the equipment interval L delay Finally, the actual in-place time t is determined bite +t delay And the time t of starting action of short stroke setting of the hammer head set The time difference delta t is the calculation result of the slab position following performance, and the formula is as follows:
Figure BDA0002983998240000181
t delay =N×h
Δt=t bite +t delay -t set
in the above formula, h represents the sampling time, and N is the sampling number from the steel biting of the pinch roll to the short stroke setting start time of the hammer head.
Real-time calculation result of slab position following performance of lateral press and normal range [ thd ] 16 ,thd′ 16 ]And comparing and judging, and giving an alarm in time when the calculation result exceeds a normal range to remind field personnel to check and adjust the working state of the side press.
And S210, comprehensively evaluating the running precision of the lateral press.
The following algorithm is used:
each module of the evaluation system is divided into a plurality of indexes, and under a four-level evaluation system, the score distribution formula of each index is as follows:
Figure BDA0002983998240000182
in the above formula, s k Score, thd, indicating the k index of the side press k1 ~Thd k3 Representing threshold values of the respective levels, w 1 ~w 4 Index of the index k Scores in different ranges. Total score s of each index of the module SSP The formula is as follows:
s SSP =∑s k
comprehensive grading and normal range [ thd ] of operation precision of side pressing machine in real time min ,thd max ]And comparing and judging, and giving an alarm in time when the calculation result exceeds a normal range, and reminding field personnel to check and adjust the working state of the side press.
The effect of the method of the present embodiment will be described with reference to specific application examples.
The method is applied to a 1780mm hot continuous rolling production line, and the maximum width reduction amount of a side press is 350mm.
The accuracy evaluation results of the lateral pressing machine in the embodiment are shown in table 1, and the calculation results, the grading conditions, the occupied weights, the comprehensive scores and the like of each index of the lateral pressing machine can be quickly inquired from table 1; for this case, there are points deducted for index 6 and index 7, and the total score of this coil steel is 90.
TABLE 1 side press accuracy evaluation result table
Figure BDA0002983998240000191
FIG. 3 shows the scoring condition of each index of a rolled 50-coil steel side press, which can clearly show the scoring trend of each index of the side press along with the number of rolled blocks, and FIG. 3 divides each index of the side press into four types: the pinch roll indexes, the anti-arch roll indexes, the transmission indexes and the pressing indexes facilitate field personnel to position the part of the equipment with reduced process precision, check the equipment state and check the change condition of the running state of the side press.
In summary, in the online precision evaluation method for the hot-rolled strip steel side press of the embodiment, the precision evaluation content of the side press is decomposed into a plurality of specific indexes which are easy to quantify and collect data, the numerical values of the individual indexes are respectively determined, then the indexes are compared with corresponding threshold values under a four-level scoring system to generate scoring results, and finally the scores are added to obtain a comprehensive precision score of the side press; therefore, the running precision and state of the side press can be judged in real time, and effective help is provided for timely eliminating equipment and production faults in a production field.
Third embodiment
The embodiment provides an online precision evaluation system of a hot-rolled strip steel side press, which comprises the following modules:
the side press parameter acquisition module is used for acquiring set values and measured values of side press parameters corresponding to a side press to be evaluated; the side press parameters comprise an inlet pinch roll gap, an inlet pinch roll pressure, an inlet anti-arching roll position, an inlet anti-arching roll pressure, an outlet anti-arching roll position, an outlet anti-arching roll pressure, an outlet pinch roll gap, an outlet pinch roll pressure, an outlet pinch roll position, a transmission shaft speed, an eccentric wheel angle, an operation side hammer head mechanical pressing position, a transmission side hammer head mechanical pressing position, a plate blank speed, a side press equipment size and a side press short stroke set value;
the precision evaluation index calculation module is used for calculating the value of each precision evaluation index based on the set value and the measured value of the parameters of the side press after the side press is put into service and the extrusion action is finished; the precision evaluation indexes comprise an inlet pinch roll head impact roll gap, an inlet pinch roll head impact pressure, an inlet anti-arching roll position precision, an inlet anti-arching roll pressure precision, an outlet anti-arching roll position precision, an outlet anti-arching roll pressure precision, an outlet pinch roll head impact roll gap, an outlet pinch roll head impact pressure, an outlet pinch roll position precision, an outlet pinch roll pressure precision, a transmission shaft speed deviation, eccentric wheel angle synchronism, an operation side hammer head mechanical pressing position deviation rate, a transmission side hammer head mechanical pressing position deviation rate, deviation rates of hammer head mechanical pressing two-side deviation and slab position following performance;
the scoring module is used for determining the scores of the precision evaluation indexes according to the values of the precision evaluation indexes based on a preset scoring system and adding the scores of the precision evaluation indexes to obtain the comprehensive precision score of the side press;
and the alarm module is used for comparing the obtained comprehensive precision score with a preset comprehensive precision score range and judging, and when the obtained comprehensive precision score exceeds the preset comprehensive precision score range, giving an alarm prompt.
The online accuracy evaluation system of the hot-rolled strip side press of the present embodiment corresponds to the online accuracy evaluation method of the hot-rolled strip side press of the first embodiment; the functions realized by the functional modules in the online precision evaluation system of the hot-rolled strip side press of the embodiment correspond to the flow steps in the online precision evaluation method of the hot-rolled strip side press of the first embodiment one by one; therefore, it is not described herein.
Fourth embodiment
The present embodiment provides an electronic device, which includes a processor and a memory; wherein the memory stores at least one instruction, and the instruction is loaded and executed by the processor to implement the method of the above embodiment.
The electronic device may have a relatively large difference due to different configurations or performances, and may include one or more processors (CPUs) and one or more memories, where at least one instruction is stored in the memory, and the instruction is loaded by the processor and executes the method.
Fifth embodiment
The present embodiment provides a computer-readable storage medium, which stores at least one instruction, and the instruction is loaded and executed by a processor to implement the method of the above embodiment. The computer readable storage medium may be, among others, ROM, random access memory, CD-ROM, magnetic tape, floppy disk, optical data storage device, and the like. The instructions stored therein may be loaded by a processor in the terminal and perform the above-described method.
Furthermore, it should be noted that the present invention may be provided as a method, apparatus or computer program product. Accordingly, embodiments of the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, embodiments of the present invention may take the form of a computer program product embodied on one or more computer-usable storage media having computer-usable program code embodied in the media.
Embodiments of the present invention are described with reference to flowchart illustrations and/or block diagrams of methods, terminal devices (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, an embedded processor, or other programmable data processing terminal to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing terminal, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing terminal to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks. These computer program instructions may also be loaded onto a computer or other programmable data processing terminal to cause a series of operational steps to be performed on the computer or other programmable terminal to produce a computer implemented process such that the instructions which execute on the computer or other programmable terminal provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
It is further noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. The terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or terminal that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or terminal. Without further limitation, an element defined by the phrases "comprising one of \ 8230; \8230;" does not exclude the presence of additional like elements in a process, method, article, or terminal device that comprises the element.
Finally, it should be noted that while the above describes a preferred embodiment of the invention, it will be appreciated by those skilled in the art that, once having the benefit of the teaching of the present invention, numerous modifications and adaptations may be made without departing from the principles of the invention and are intended to be within the scope of the invention. Therefore, it is intended that the appended claims be interpreted as including the preferred embodiment and all changes and modifications that fall within the true scope of the embodiments of the present invention.

Claims (9)

1. An online accuracy evaluation method of a hot-rolled strip steel side press is characterized by comprising the following steps:
acquiring a set value and an actual measurement value of a side press parameter corresponding to a side press to be evaluated; the side press parameters comprise an inlet pinch roll gap, an inlet pinch roll pressure, an inlet anti-arching roll position, an inlet anti-arching roll pressure, an outlet anti-arching roll position, an outlet anti-arching roll pressure, an outlet pinch roll gap, an outlet pinch roll pressure, an outlet pinch roll position, a transmission shaft speed, an eccentric wheel angle, an operation side hammer head mechanical pressing position, a transmission side hammer head mechanical pressing position, a plate blank speed, a side press equipment size and a side press short stroke set value;
after the lateral press is put into service and the extrusion action is finished, respectively calculating the value of each precision evaluation index based on the set value and the measured value of the lateral press parameter; the precision evaluation indexes comprise an inlet pinch roll head impact roll gap, an inlet pinch roll head impact pressure, an inlet anti-arching roll position precision, an inlet anti-arching roll pressure precision, an outlet anti-arching roll position precision, an outlet anti-arching roll pressure precision, an outlet pinch roll head impact roll gap, an outlet pinch roll head impact pressure, an outlet pinch roll position precision, an outlet pinch roll pressure precision, a transmission shaft speed deviation, eccentric wheel angle synchronism, an operation side hammer head mechanical pressing position deviation rate, a transmission side hammer head mechanical pressing position deviation rate, deviation rates of hammer head mechanical pressing two-side deviation and slab position following performance;
determining the scores of the precision evaluation indexes according to the values of the precision evaluation indexes based on a preset scoring system, and adding the scores of the precision evaluation indexes to obtain the comprehensive precision score of the side press;
comparing the obtained comprehensive precision score with a preset comprehensive precision score range, judging, and giving an alarm when the obtained comprehensive precision score exceeds the preset comprehensive precision score range;
the calculation process of the impact roll gap of the head part of the inlet pinch roll comprises the following steps:
determining and calculating a start-stop time zone of an impact roll gap at the head of the inlet pinch roll according to the inlet pinch roll steel biting mark position signal to obtain a first time sequence for calculating the impact roll gap at the head of the inlet pinch roll;
in the first time sequence, calculating the difference value between the set value and the measured value of the roll gap of the inlet pinch roll corresponding to each moment to obtain a first deviation sequence of the roll gap of the inlet pinch roll;
taking the maximum value in the first deviation sequence as the calculation result of the impact roll gap of the head of the inlet pinch roll;
the calculation process of the impact pressure of the inlet pinch roll head comprises the following steps:
determining a start-stop time zone for calculating the head impact pressure of the inlet pinch roll according to the inlet pinch roll steel biting mark bit signal to obtain a second time sequence for calculating the head impact pressure of the inlet pinch roll;
in the second time sequence, calculating the difference value between the set value and the measured value of the pressure of the inlet pinch roll corresponding to each moment to obtain a second deviation sequence of the pressure of the inlet pinch roll;
and taking the maximum value in the second deviation sequence as the calculation result of the impact pressure of the head of the inlet pinch roll.
2. The on-line accuracy evaluation method for a hot-rolled strip side press as claimed in claim 1, wherein after the value of each accuracy evaluation index is calculated, the method further comprises:
and comparing the calculated value of each precision evaluation index with the corresponding preset value range, and giving corresponding alarm prompt when the value of any precision evaluation index exceeds the corresponding preset value range.
3. The online accuracy evaluation method of the hot-rolled strip side press as claimed in claim 1, wherein the calculation process of the inlet anti-crowning roller position accuracy includes:
determining a start-stop time zone for calculating the position of the inlet anti-arch roller according to the signal of the steel biting mark position of the inlet pinch roller to obtain a third time sequence for calculating the position of the inlet anti-arch roller;
calculating a deviation ratio of the inlet anti-arching roller position from a set value and an actual measurement value of the inlet anti-arching roller position corresponding to each time in the third time series as a calculation result of the inlet anti-arching roller position precision;
the calculation process of the pressure precision of the inlet anti-arch roller comprises the following steps:
determining a start-stop time zone for calculating the pressure of the inlet anti-arch roller according to the signal of the steel biting mark bit of the inlet pinch roller to obtain a fourth time sequence for calculating the pressure of the inlet anti-arch roller;
in the fourth time series, the matching rate of the inlet anti-arching roller position is calculated from the set value and the measured value of the inlet anti-arching roller pressure corresponding to each time as the calculation result of the inlet anti-arching roller pressure accuracy.
4. The online accuracy evaluation method of the hot-rolled strip side press as claimed in claim 1, wherein the calculation process of the outlet anti-crowning roller position accuracy includes:
determining a start-stop time zone for calculating the position of the outlet anti-arch roller according to the steel biting mark position signal of the outlet pinch roller to obtain a fifth time sequence for calculating the position of the outlet anti-arch roller;
in the fifth time sequence, calculating the coincidence rate of the outlet anti-arching roller position according to the set value and the measured value of the outlet anti-arching roller position corresponding to each moment, and using the coincidence rate as the calculation result of the outlet anti-arching roller position precision;
the calculation process of the pressure precision of the outlet anti-arch roller comprises the following steps:
determining a start-stop time zone for calculating the pressure of the outlet anti-arch roller according to the signal of the steel biting mark bit of the outlet pinch roller to obtain a sixth time sequence for calculating the pressure of the outlet anti-arch roller;
and in the sixth time series, calculating the deviation rate of the outlet anti-arching roller pressure according to the set value and the measured value of the outlet anti-arching roller pressure corresponding to each time as the calculation result of the outlet anti-arching roller pressure precision.
5. The online accuracy evaluation method of the hot rolled strip side press as claimed in claim 1, wherein the calculation process of the head impact roll gap of the outlet pinch roll comprises:
determining and calculating a start-stop time zone of an impact roll gap at the head of the outlet pinch roll according to the signal of the steel biting mark bit of the outlet pinch roll to obtain a seventh time sequence for calculating the impact roll gap at the head of the outlet pinch roll;
in the seventh time sequence, calculating the difference value between the set value and the measured value of the roll gap of the outlet pinch roll corresponding to each moment to obtain a third deviation sequence of the roll gap of the outlet pinch roll;
taking the maximum value in the third deviation sequence as an impact roll gap calculation result of the head of the outlet pinch roll;
the calculation process of the impact pressure of the outlet pinch roll head comprises the following steps:
determining a start-stop time zone for calculating the head impact pressure of the outlet pinch roll according to the outlet pinch roll steel biting mark bit signal to obtain an eighth time sequence for calculating the head impact pressure of the outlet pinch roll;
in the eighth time sequence, calculating a difference value between a set value and an actually measured value of the outlet pinch roll pressure corresponding to each moment to obtain a fourth deviation sequence of the outlet pinch roll pressure;
taking the maximum value in the fourth deviation sequence as the calculation result of the head impact pressure of the outlet pinch roll;
the calculation process of the position accuracy of the outlet pinch roll comprises the following steps:
determining a start-stop time zone for calculating the position of the outlet pinch roll according to the steel biting mark bit signal of the outlet pinch roll to obtain a ninth time sequence for calculating the position of the outlet pinch roll;
calculating the deviation rate of the position of the outlet pinch roll from the set value and the measured value of the position of the outlet pinch roll corresponding to each moment in the ninth time sequence as the calculation result of the position accuracy of the outlet pinch roll;
the calculation process of the pressure precision of the outlet pinch roll comprises the following steps:
determining a start-stop time zone for calculating the pressure of the outlet pinch roll according to the steel biting mark bit signal of the outlet pinch roll to obtain a tenth time sequence for calculating the pressure of the outlet pinch roll;
in the tenth time series, a deviation ratio of the outlet pinch roll pressure is calculated from the set value and the measured value of the outlet pinch roll pressure corresponding to each time as a calculation result of the outlet pinch roll pressure accuracy.
6. The online accuracy evaluation method of the hot-rolled strip side press as claimed in claim 1, wherein the calculation process of the speed deviation of the drive shaft includes:
determining a start-stop time zone for calculating the speed deviation of the transmission shaft according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal to obtain an eleventh time sequence for calculating the speed deviation of the transmission shaft;
calculating a deviation ratio of the propeller shaft speed from a set value and an actually measured value of the propeller shaft speed corresponding to each time in the eleventh time series as a calculation result of the propeller shaft speed deviation;
the calculation process of the angle synchronism of the eccentric wheel comprises the following steps:
determining a start-stop time zone for calculating the angle synchronism of the eccentric wheel according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal to obtain a twelfth time sequence for calculating the angle synchronism of the eccentric wheel;
and in the twelfth time series, calculating the deviation ratio of the eccentric wheel angle according to the set value and the measured value of the eccentric wheel angle corresponding to each moment, and taking the deviation ratio as the calculation result of the eccentric wheel angle synchronism.
7. The online accuracy evaluation method of the hot-rolled strip side press as claimed in claim 1, wherein the calculation process of the deviation ratio of the mechanical pressing position of the operating side hammer head comprises:
determining a start-stop time zone for calculating the deviation rate of the mechanical pressing position of the hammer head at the operation side according to the steel biting mark bit signal of the inlet pinch roll and the steel biting mark bit signal of the outlet pinch roll to obtain a thirteenth time sequence for calculating the deviation rate of the mechanical pressing position of the hammer head at the operation side;
calculating a maximum value and a minimum value of actual measurement values of the operation-side hammer mechanical pressing-down position corresponding to each time in the thirteenth time series, and calculating the operation-side hammer mechanical pressing-down position deviation ratio from the maximum value and the minimum value of the actual measurement values of the operation-side hammer mechanical pressing-down position;
the calculation process of the mechanical pressing position deviation rate of the hammer head at the transmission side comprises the following steps:
determining a start-stop time zone for calculating the mechanical pressing position deviation rate of the hammer head at the transmission side according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal, and obtaining a fourteenth time sequence for calculating the mechanical pressing position deviation rate of the hammer head at the transmission side;
calculating a maximum value and a minimum value of the actual measurement values of the transmission-side hammer mechanical pressing positions corresponding to respective times in the fourteenth time series, and calculating a deviation rate of the transmission-side hammer mechanical pressing positions from the maximum value and the minimum value of the actual measurement values of the transmission-side hammer mechanical pressing positions;
the calculation process of the deviation ratio of the deviation of the two sides of the hammer head under mechanical pressing comprises the following steps:
determining a start-stop time zone for calculating the deviation rate of the deviations of the two mechanically pressed sides of the hammer head according to the inlet pinch roll steel biting mark bit signal and the outlet pinch roll steel biting mark bit signal, and obtaining a fifteenth time sequence for calculating the deviation rate of the deviations of the two mechanically pressed sides of the hammer head;
in the fifteenth time sequence, calculating a difference value between actual measurement values of the mechanical pressing position of the hammer head at the operation side and the mechanical pressing position of the hammer head at the transmission side corresponding to each moment to obtain a fifth deviation sequence;
and acquiring the maximum value and the minimum value in the fifth deviation sequence, and calculating the deviation rate of the deviations of the two sides under the mechanical press of the hammer head according to the maximum value and the minimum value in the fifth deviation sequence.
8. The online accuracy evaluation method of a hot-rolled strip side press according to claim 1, wherein the calculation process of the slab position following performance includes:
determining the steel biting time of the inlet pinch roll according to the steel biting signal of the inlet pinch roll;
obtaining the tracking delay time according to the slab speed and the equipment distance,
determining the actual in-place time of the plate blank by the steel biting time of the inlet pinch roll and the tracking delay time;
and calculating the time difference between the actual in-place moment and the hammer head short stroke setting starting moment, and taking the time difference between the actual in-place moment and the hammer head short stroke setting starting moment as a calculation result of the slab position following performance.
9. The online accuracy evaluation method for a hot-rolled strip side press as claimed in claim 1, wherein the step of determining the scores of the accuracy evaluation indexes based on a preset scoring system according to the values of the accuracy evaluation indexes and adding the scores of the accuracy evaluation indexes to obtain a comprehensive accuracy score of the side press comprises:
respectively constructing a four-level scoring system corresponding to each precision evaluation index;
based on the constructed four-level scoring system, determining the score of each precision evaluation index according to the value of each precision evaluation index through the following scoring distribution formula:
Figure FDA0003843880540000051
wherein s is k Index representing the result of the k-th evaluation Index k Value indicating the kth evaluation index of accuracy, thd k1 ~Thd k3 Indicates the threshold value of each level, w, corresponding to the k-th precision evaluation index 1 ~w 4 The scoring results of the kth precision evaluation index in different ranges are shown;
and adding the scores of the precision evaluation indexes to obtain the comprehensive precision score of the side press to be evaluated currently.
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Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006018565A (en) * 2004-07-01 2006-01-19 Nishimatsu Constr Co Ltd Apparatus and program for supporting inspection work
JP2012063169A (en) * 2010-09-14 2012-03-29 Shimadzu Corp Particle size distribution measuring device
CN103920718A (en) * 2013-01-15 2014-07-16 宝山钢铁股份有限公司 Roughed strip steel width control method
CN107363105A (en) * 2017-07-20 2017-11-21 首钢集团有限公司 A kind of control method and device of hot rolled coil head thickness

Family Cites Families (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP4736752B2 (en) * 2005-11-29 2011-07-27 住友金属工業株式会社 Step-avoidance control device for hot-rolled down coiler and control method therefor
JP5581784B2 (en) * 2010-04-07 2014-09-03 新日鐵住金株式会社 Sizing press operation method
CN103376768B (en) * 2012-04-28 2016-10-05 宝山钢铁股份有限公司 A kind of heavy side press many equipment coordinations control method
CN111666653B (en) * 2020-05-06 2023-05-30 北京科技大学 Online judging method for setting precision of strip steel finish rolling model

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2006018565A (en) * 2004-07-01 2006-01-19 Nishimatsu Constr Co Ltd Apparatus and program for supporting inspection work
JP2012063169A (en) * 2010-09-14 2012-03-29 Shimadzu Corp Particle size distribution measuring device
CN103920718A (en) * 2013-01-15 2014-07-16 宝山钢铁股份有限公司 Roughed strip steel width control method
CN107363105A (en) * 2017-07-20 2017-11-21 首钢集团有限公司 A kind of control method and device of hot rolled coil head thickness

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